BioBrigit

BioBrigit is a computational tool designed for the prediction of metal diffusion pathways through a protein. It uses a novel scoring function that combines deep learning and previous domain knowledge regarding bioinorganic interactions. The deep learning part of our hybrid approach consists on a 3D Convolutional Neural Network trained to interpret the biochemical environment to distinguish between metal-binding and non-binding protein regions.